An overview of this report

This report presents the performance and feature importance of prediction models of four outcomes:

• Remission

• Past month heroin use

• OD

• Mortality

Also to address two questions:

1. Do you agree with these predictors or should we add more?

##  [1] "dg0102"            "dg0103"            "aust_born"        
##  [4] "dg0106"            "dg0112a"           "bpd"              
##  [7] "trauma"            "h0101a"            "h0104"            
## [10] "dg0117a"           "CRIME_1"           "dp401"            
## [13] "ptsddx"            "as01"              "sev_dis_pcs01"    
## [16] "sev_dis_mcs01"     "dailyh_1"          "irhprobs1redo"    
## [19] "othop_1"           "alcohol_1"         "cannabis_1"       
## [22] "amphet_1"          "coke_1"            "antidep_1"        
## [25] "hall_1"            "tobacco_1"         "shared_1"         
## [28] "unstablehousingBL" "first_high_cat"    "first_inj_cat"    
## [31] "first_heroin3"     "benzos_1"          "inhal_1"          
## [34] "T1"                "T2"                "T3"               
## [37] "T4"

2. This is the list of the columns of HU OD 1 5 10y model.sav

##   [1] "id0101"          "id0102"          "USEDH1_7"        "id0701"         
##   [5] "BL_1YR"          "HU_1YR"          "HU_5YR"          "BL_10YR"        
##   [9] "HU_10YR"         "abs07ons1"       "abs07end1"       "abs07ons2"      
##  [13] "abs07end2"       "abs07ons3"       "abs07end3"       "abs07ons4"      
##  [17] "abs07end4"       "abs07ons5"       "abs07end5"       "abs07ons6"      
##  [21] "abs07end6"       "abs07ons7"       "abs07end7"       "abs07ons8"      
##  [25] "abs07end8"       "abs07ons9"       "abs07end9"       "abs07ons10"     
##  [29] "abs07end10"      "abs07ons11"      "abs07end11"      "abs07ons12"     
##  [33] "abs07end12"      "abs07ons13"      "abs07end13"      "abs07ons14"     
##  [37] "abs07end14"      "abs07ons15"      "abs07end15"      "abs07ons16"     
##  [41] "abs07end16"      "abs07ons17"      "abs07end17"      "abs07ons18"     
##  [45] "abs07end18"      "abs07ons19"      "abs07end19"      "abs07ons20"     
##  [49] "abs07end20"      "abs07ons21"      "abs07end21"      "hod0700"        
##  [53] "hod07epi"        "hod07epi10"      "hod0701"         "hod0702"        
##  [57] "hod0703"         "hod0704"         "hod0705"         "hod0706"        
##  [61] "hod0707"         "hod0708"         "hod0709"         "hod0710"        
##  [65] "hod0711"         "hod0712"         "hod0713"         "BL_YR"          
##  [69] "BL_MTH"          "MonthYear"       "INTERVIEWED11YR" "BL_5YR"         
##  [73] "NDI_2019"        "age_death"       "COD"             "deathtdate"     
##  [77] "DEATH_YR"        "DEATH_MTH"       "DEATHDATE_MY"    "BL_DMY_1YR"     
##  [81] "BL_DMY_5YR"      "BL_DMY_10YR"     "DEATH_1YR"       "DEATH_5YR"      
##  [85] "DEATH_10YR"      "BL_DMY_15YR"     "DEATH_15YR"      "hod_2001"       
##  [89] "hod_2002"        "hod_2003"        "hod_2004"        "hod_2005"       
##  [93] "hod_2006"        "hod_2007"        "hod_2008"        "hod_2009"       
##  [97] "hod_2010"        "hod_2011"        "hod_2012"        "hod_2013"       
## [101] "OD_upto1YR"      "OD_upto5YR"      "OD_upto10YR"

And this is the list of the outcomes

##  [1] "STA_1YR"     "STA_5YR"     "MTA_5YR"     "STA_10YR"    "MTA_10YR"   
##  [6] "LTA_10yr"    "HU_1YR"      "HU_5YR"      "HU_10YR"     "OD_upto1YR" 
## [11] "OD_upto5YR"  "OD_upto10YR" "DEATH_1YR"   "DEATH_5YR"   "DEATH_10YR" 
## [16] "DEATH_15YR"

Some are available in the file

##  [1] "HU_1YR"      "HU_5YR"      "HU_10YR"     "OD_upto1YR"  "OD_upto5YR" 
##  [6] "OD_upto10YR" "DEATH_1YR"   "DEATH_5YR"   "DEATH_10YR"  "DEATH_15YR"

Some are not available in the file

## [1] "STA_1YR"  "STA_5YR"  "MTA_5YR"  "STA_10YR" "MTA_10YR" "LTA_10yr"